From dcbc8168a84b21bfe4c2eb28cc635c57e3f450d6 Mon Sep 17 00:00:00 2001 From: S3Studio Date: Tue, 12 Mar 2024 14:05:10 +0800 Subject: [PATCH] improve Docker build and runtime parameters Modify installation method of extra python library. Utilize shared memory of the host machine to increase training performance. Former-commit-id: 6a5693d11d065f6e75c8cdd8b5ed962eb520953c --- Dockerfile | 5 ++--- docker-compose.yml | 2 +- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/Dockerfile b/Dockerfile index 7f930148..155b86d4 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,11 +3,10 @@ FROM cnstark/pytorch:2.0.1-py3.9.17-cuda11.8.0-ubuntu20.04 WORKDIR /app COPY requirements.txt /app/ -RUN pip install -r requirements.txt && \ - pip install tiktoken && \ - pip install transformers_stream_generator +RUN pip install -r requirements.txt COPY . /app/ +RUN pip install -e .[deepspeed,metrics,bitsandbytes,qwen] VOLUME [ "/root/.cache/huggingface/", "/app/data", "/app/output" ] EXPOSE 7860 diff --git a/docker-compose.yml b/docker-compose.yml index 267ea694..9602a3e3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -12,7 +12,7 @@ services: - ./output:/app/output ports: - "7860:7860" - shm_size: 16G + ipc: host deploy: resources: reservations: